Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-13 1.304997 1.609449 2.008926 2.591378 3.456878 4.768080 7.079358
2025-07-20 0.944188 1.282927 1.803301 2.735645 4.579861 8.794618 23.567015
2025-07-27 0.740513 1.063502 1.608862 2.728893 5.484856 14.811569 109.937779
2025-08-03 0.605612 0.900092 1.428197 2.618460 6.074158 22.960477 2105.761786
2025-08-10 0.531159 0.814766 1.353104 2.683924 7.314578 45.081244 NaN
2025-08-17 0.482283 0.761412 1.320081 2.832449 9.244224 125.461593 NaN
2025-08-24 0.434163 0.698845 1.248176 2.835134 10.699109 408.971781 NaN
2025-08-31 0.388833 0.633504 1.153093 2.719144 11.378224 1646.535736 NaN
2025-09-07 0.364753 0.605775 1.136813 2.853761 14.419993 NaN NaN
2025-09-14 0.338668 0.569811 1.092126 2.867242 16.826887 NaN NaN
2025-09-21 0.312337 0.529774 1.028979 2.780787 18.111214 NaN NaN
2025-09-28 0.290989 0.497633 0.979821 2.729328 19.965478 NaN NaN
2025-10-05 0.283159 0.493785 1.004825 3.019328 30.708896 NaN NaN
2025-10-12 0.271582 0.480283 1.001262 3.188468 43.806860 NaN NaN
2025-10-19 0.256422 0.456954 0.965448 3.177780 53.113524 NaN NaN
2025-10-26 0.239848 0.428755 0.910865 3.039793 55.496535 NaN NaN
2025-11-02 0.230055 0.415100 0.896556 3.121177 76.828718 NaN NaN
2025-11-09 0.223190 0.407445 0.898700 3.306751 131.227848 NaN NaN
2025-11-16 0.213370 0.391841 0.873673 3.310112 178.798448 NaN NaN
2025-11-23 0.201798 0.371108 0.829563 3.165072 185.457892 NaN NaN
2025-11-30 0.196510 0.364957 0.830712 3.333463 396.809836 NaN NaN
2025-12-07 0.189178 0.353197 0.811867 3.350374 679.667057 NaN NaN
2025-12-14 0.180577 0.337699 0.778643 3.242073 805.840263 NaN NaN